Xuan-Bac Nguyen
- Micron-BERT: BERT-based Facial Micro-Expression Recognition
2023/04/06 by Xuan-Bac Nguyen, Chi Nhan Duong, Nguyen, Xuan-Bac +9 · 8 citations
Computer Science · Psychology · Social Sciences · #Advanced Computing and Algorithms #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Face and Expression Recognition
- Insect-Foundation: A Foundation Model and Large-scale 1M Dataset for Visual Insect Understanding
2023/11/26 by Hoang-Quan Nguyen, Thanh-Dat Truong, Nguyen, Hoang-Quan +9 · 7 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Environmental Science · #Smart Agriculture and AI #Insect and Arachnid Ecology and Behavior #Species Distribution and Climate Change
- Diffusion-Inspired Quantum Noise Mitigation in Parameterized Quantum Circuits
2024/06/02 by Hoang-Quan Nguyen, Xuan-Bac Nguyen, Nguyen, Hoang-Quan +11 · 6 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum and electron transport phenomena #Quantum Information and Cryptography
- Quantum Vision Clustering
2023/09/18 by Xuan-Bac Nguyen, Nguyen, Xuan Bac, Hugh Churchill +5 · 5 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation
2022/05/22 by Thanh-Dat Truong, Naga Venkata Sai Raviteja Chappa, Truong, Thanh-Dat +9 · 3 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- The Algonauts Project 2023 Challenge: UARK-UAlbany Team Solution
2023/08/01 by Xuan-Bac Nguyen, Nguyen, Xuan-Bac, Xudong Liu +5 · 2 citations
Neuroscience · Engineering · #EEG and Brain-Computer Interfaces #CCD and CMOS Imaging Sensors #Neural dynamics and brain function
- Quantum Visual Feature Encoding Revisited
2024/05/30 by Xuan-Bac Nguyen, Nguyen, Xuan-Bac, Hoang-Quan Nguyen +7 · 3 citations
Computer Science · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
- Quantum-Brain: Quantum-Inspired Neural Network Approach to Vision-Brain Understanding
2024/11/20 by Hoang-Quan Nguyen, Nguyen, Hoang-Quan, Xuan-Bac Nguyen +11 · 4 citations
Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Neural Networks and Applications
- QClusformer: A Quantum Transformer-based Framework for Unsupervised Visual Clustering
2024/05/30 by Xuan-Bac Nguyen, Nguyen, Xuan-Bac, Hoang-Quan Nguyen +9 · 3 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Retinal Imaging and Analysis
- Hierarchical Quantum Control Gates for Functional MRI Understanding
2024/08/07 by Xuan-Bac Nguyen, Hoang-Quan Nguyen, Nguyen, Xuan-Bac +7 · 3 citations
Materials Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning in Materials Science #Quantum Physics (quant-ph)
- Brainformer: Mimic Human Visual Brain Functions to Machine Vision Models via fMRI
2023/11/30 by Xuan-Bac Nguyen, Nguyen, Xuan-Bac, Xin Li +6 · 2 citations
Biochemistry, Genetics and Molecular Biology · Neuroscience · #Brain Tumor Detection and Classification #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Functional Brain Connectivity Studies
- Insect-Foundation: A Foundation Model and Large Multimodal Dataset for Vision-Language Insect Understanding
2025/02/14 by Thanh-Dat Truong, Truong, Thanh-Dat, Hoang-Quan Nguyen +9 · 4 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Insect Pheromone Research and Control #Lepidoptera: Biology and Taxonomy #Species Distribution and Climate Change
- Fairness in Visual Clustering: A Novel Transformer Clustering Approach
2023/04/14 by Xuan-Bac Nguyen, Nguyen, Xuan-Bac, Chi Nhan Duong +7 · 1 citation
Computer Science · Mathematics · #COVID-19 epidemiological studies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Machine Learning (cs.LG)